Results 81 to 90 of about 2,822,972 (301)

Adaptive Time-Channel Beamforming for Time-of-Flight Correction [PDF]

open access: yesarXiv, 2021
Adaptive beamforming can lead to substantial improvement in resolution and contrast of ultrasound images over standard delay and sum beamforming. Here we introduce the adaptive time-channel (ATC) beamformer, a data-driven approach that combines spatial and temporal information simultaneously, thus generalizing minimum variance beamformers. Moreover, we
arxiv  

Revisiting smart antenna array design with multiple interferers using basic adaptive beamforming algorithms: Comparative performance study with testbed results

open access: yesEngineering Reports, 2021
Smart antennas are becoming popular in the area of cellular wireless communication for capacity enhancement and reduction of the multipath effect and interference. The demand for smart antennas is widely increasing as 5G cellular communication evolves to
SK Imtiaj   +2 more
doaj   +1 more source

A Review of the State of the Art and Future Challenges of Deep Learning-Based Beamforming

open access: yesIEEE Access, 2022
The key objective of this paper is to explore the recent state-of-the-art artificial intelligence (AI) applications on the broad field of beamforming. Hence, a multitude of AI-oriented beamforming studies are thoroughly investigated in order to correctly
Haya Al Kassir   +5 more
doaj   +1 more source

Low-Cost Maximum Entropy Covariance Matrix Reconstruction Algorithm for Robust Adaptive Beamforming [PDF]

open access: yesarXiv, 2020
In this letter, we present a novel low-complexity adaptive beamforming technique using a stochastic gradient algorithm to avoid matrix inversions. The proposed method exploits algorithms based on the maximum entropy power spectrum (MEPS) to estimate the noise-plus-interference covariance matrix (MEPS-NPIC) so that the beamforming weights are updated ...
arxiv  

Medical Photoacoustic Beamforming Using Minimum Variance-Based Delay Multiply and Sum [PDF]

open access: yesProceedings Volume 10335, Digital Optical Technologies 2017; 1033522 (2017), 2018
Delay-and-Sum (DAS) beamformer is the most common beamforming algorithm in Photoacoustic imaging (PAI) due to its simple implementation and real time imaging. However, it provides poor resolution and high levels of sidelobe. A new algorithm named Delay-Multiply-and-Sum (DMAS) was introduced. Using DMAS leads to lower levels of sidelobe compared to DAS,
arxiv   +1 more source

AN ADAPTIVE BEAMFORMER BASED ON ADAPTIVE COVARIANCE ESTIMATOR [PDF]

open access: yesProgress In Electromagnetics Research M, 2014
Based on the Minimum Variance Distortionless Response-Sample Matrix Inversion (MVDR- SMI) method, we propose a novel Adaptive Covariance Estimator (MVDR-ACE) beamformer for adaptation to multiple interference environments. The MVDR-ACE beamformer iteratively determines a minimum number of data samples required while maintaining its average signal-to ...
openaire   +1 more source

Review on 6G communication and its architecture, technologies included, challenges, security challenges and requirements, applications, with respect to AI domain

open access: yesIET Quantum Communication, EarlyView.
This paper presents an overview of the various aspects of 6G communication architecture, focusing on its technologies, challenges, and applications within the domain of artificial intelligence (AI). The paper explores the evolving landscape of wireless communication, delving into the anticipated features and capabilities of 6G networks.
Pranita Bhide   +2 more
wiley   +1 more source

Music Genre Classification Algorithm Based on Multihead Attention Mechanism

open access: yesAdvances in Multimedia, 2022
Retrieving music information is indispensable and divided into multiple genres. Music genres can be attributed to set categories, which are the indispensable functions of intelligent music recommendation systems.
Peng Cheng
doaj   +1 more source

Using Practical Supergain for Passive Imaging with Noise [PDF]

open access: yes, 2011
Recent work has shown that endfire beamforming of ocean noise can be used to produce images of the seabed layering [Siderius et al., J. Acoust. Soc. Am. 120, 1315–1323 (2006)].
Siderius, Martin
core   +1 more source

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